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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">910578</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.910578</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dielectrophoretic Traps for Efficient Bead and Cell Trapping and Formation of Aggregates of Controlled Size and Composition</article-title>
<alt-title alt-title-type="left-running-head">Lipp et al.</alt-title>
<alt-title alt-title-type="right-running-head">Dielectrophoretic Traps for Efficient Trapping</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lipp</surname>
<given-names>Cl&#xe9;mentine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1742502/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Koebel</surname>
<given-names>Laure</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1887886/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bertsch</surname>
<given-names>Arnaud</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/17512/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gauthier</surname>
<given-names>Micha&#xeb;l</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1885799/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bolopion</surname>
<given-names>Aude</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1801479/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Renaud</surname>
<given-names>Philippe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2074/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory of Microsystems LMIS4</institution>, <institution>Ecole Polytechnique F&#xe9;d&#xe9;rale de Lausanne (EPFL)</institution>, <addr-line>Lausanne</addr-line>, <country>Switzerland</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>AS2M Department</institution>, <institution>CNRS</institution>, <institution>FEMTO-ST Institute</institution>, <institution>Universit&#xe9; Bourgogne Franche-Comt&#xe9;</institution>, <addr-line>Besan&#xe7;on</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1402422/overview">Rodrigo Martinez-Duarte</ext-link>, Clemson University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/524610/overview">Giuseppina Simone</ext-link>, Northwestern Polytechnical University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1486872/overview">Siwei Zhao</ext-link>, University of Nebraska Medical Center, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Philippe Renaud, <email>philippe.renaud@epfl.ch</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biosensors and Biomolecular Electronics, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>910578</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Lipp, Koebel, Bertsch, Gauthier, Bolopion and Renaud.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Lipp, Koebel, Bertsch, Gauthier, Bolopion and Renaud</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>We present a microfluidic dielectrophoretic-actuated system designed to trap chosen single-cell and form controlled cell aggregates. A novel method is proposed to characterize the efficiency of the dielectrophoretic trapping, considering the flow speed but also the heat generated by the traps as limiting criteria in cell-safe manipulation. Two original designs with different manufacturing processes are experimentally compared. The most efficient design is selected and the cell membrane integrity is monitored by fluorescence imaging to guarantee a safe-cell trapping. Design rules are suggested to adapt the traps to multiple-cells trapping and are experimentally validated as we formed aggregates of controlled size and composition with two different types of cells. We provide hereby a simple manufactured tool allowing the controlled manipulation of particles for the composition of multicellular assemblies.</p>
</abstract>
<kwd-group>
<kwd>microfluidics</kwd>
<kwd>cell trapping</kwd>
<kwd>electroporation</kwd>
<kwd>cellular assemblies</kwd>
<kwd>dielectrophoreis (DEP)</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The necessity of developing tools able to manipulate single cells and analyse their behaviour at the single-object resolution is well established (<xref ref-type="bibr" rid="B9">Di Carlo et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Dura et al., 2015</xref>; <xref ref-type="bibr" rid="B1">Abdulla et al., 2021</xref>). Unveiling cell heterogeneity by simultaneous temporal and single-cell resolution of cell response to external stimuli are difficult to obtain and often limited to one of the two with standard methods such as microscopy or flow cytometry. Microtechnologies offer the ability to manipulate objects at the single-cell resolution using different forces. In particular, dielectrophoresis (DEP) is a method of choice when a non-contact, active and versatile manipulation of cells or particles suspended in a liquid medium is required. Dielectrophoresis derives from a non-uniform electric field inducing a polarization of a particle. The direction of the force on the particle arising from this polarization is defined by design, but its magnitude can be tuned by the voltage applied to the electrodes and its positive (pDEP) or negative (nDEP) effect can be tuned in particular cases by the frequency. DEP has been widely used for separation of cells based on dielectric properties (<xref ref-type="bibr" rid="B26">Piacentini et al., 2011</xref>), but has also often been used to direct, trap and position single cells (<xref ref-type="bibr" rid="B24">Mittal et al., 2007</xref>; <xref ref-type="bibr" rid="B12">Godino et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Punjiya et al., 2019</xref>). However, the presence of an electric field in a conductive medium can harm cells, and while many authors demonstrate the ability of their design to trap particles against a certain flow rate for a given voltage, very few assess the heat generation related to the traps (<xref ref-type="bibr" rid="B32">Seger-Sauli et al., 2005</xref>).</p>
<p>The formation of cell aggregates with controlled number and type of cells is crucial in the understanding of cancer invasion and development. For example the role of cancer associated fibroblasts in tumorigenicity is well known and the need for multicellular models based on co-culture to mimic the tumor environment was demonstrated (<xref ref-type="bibr" rid="B20">Labernadie et al., 2017</xref>; <xref ref-type="bibr" rid="B21">Lazzari et al., 2018</xref>), but there is a lack of tools to control the composition of multicellular assemblies down to the single cell level. In well plates, obtaining single cells using limiting dilution methods comes at the cost of a small portion only of usable wells due to Poisson distribution (<xref ref-type="bibr" rid="B13">Gross et al., 2015</xref>) and cell ratios are often determined based on volume and density to recreate heterogeneity (<xref ref-type="bibr" rid="B3">Bauleth-Ramos et al. (2020)</xref>). Dielectrophoresis has already been used as a tool to form aggregates of cells (<xref ref-type="bibr" rid="B2">Altomare et al., 2003</xref>; <xref ref-type="bibr" rid="B23">Menad et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Cottet et al., 2019</xref>) and to trap and pair single cells in a controlled manner (<xref ref-type="bibr" rid="B19">Kirschbaum et al., 2008</xref>; <xref ref-type="bibr" rid="B36">Yoshimura et al., 2014</xref>) but has not yet, to our knowledge, been used to create heterogeneous aggregates with controlled number and type of cells.</p>
<p>In this work, we propose an original electrode design offering an efficient three-dimensional dielectrophoretic trap for single cells together with a distribution system. We propose two easy to fabricate configurations, compare their trapping efficiency and assess their heat generation. The most efficient configuration is selected and the limits of voltage necessary to avoid cell membrane electroporation is determined. The design rules to accommodate more cells in higher channels is defined. We demonstrate the capability of the presented system to direct and arrange cells in a controlled manner by forming multicellular assemblies of predetermined size and composition.</p>
<p>The device we propose is easy to fabricate and offers efficient three dimensional trapping capabilities with simple coplanar electrodes and is thus accessible to researchers disposing of standard equipment. The distribution system allows a full control on the positioning of the arriving cell and unlocks for the first time the ability to form heterogeneous assemblies of cells with pre-determined number and type of cells using DEP. This feature is key in research domains focusing on cancer stem cells and the corresponding drug development strategies (<xref ref-type="bibr" rid="B17">Ishiguro et al., 2017</xref>), but finds also applications in studies of cellular aggregates that mimic the cancer micro-environment (<xref ref-type="bibr" rid="B14">Ham et al. (2016)</xref>). While electroporation of the created assembly was avoided in this study, it can be exploited and is readily available in drug development or applications where cell transfection is desired (<xref ref-type="bibr" rid="B5">Chopinet et al. (2012)</xref>). Furthermore, domains studying cell adhesion and receptor-ligand interactions will benefit from this device&#x2019;s ability to form pairs of beads and cells (<xref ref-type="bibr" rid="B10">Dura et al. (2015)</xref>). We demonstrated here these features using an array of four traps, but the number of traps can be easily scaled up by lateral repetitions of the trap units as well as repetitions of pairs of electrodes along the length of the channel.</p>
</sec>
<sec id="s2">
<title>2 Material and Methods</title>
<sec id="s2-1">
<title>2.1 Microfabrication</title>
<p>The coplanar electrodes chips were fabricated using the following process: borofloat wafers were first cleaned using a piranha solution. The metal layer was deposited by sputtering 20&#xa0;nm of titanium and 200&#xa0;nm of platinum (SPIDER, Pfeiffer) (<xref ref-type="fig" rid="F1">Figure 1A</xref> step 1a). Photoresist (AZ 1512 HS, MicroChemicals) was spincoated, exposed by direct laser writing (MLA150, Heidelberg Instruments) and developed (ACS200, S&#xfc;ss) (<xref ref-type="fig" rid="F1">Figure 1A</xref> step 1b). Unprotected metal was etched using ion beam etching (IBE350, Veeco Nexus) and chips were diced (DAD321, Disco) (<xref ref-type="fig" rid="F1">Figure 1A</xref> step 1c). The PDMS microfluidic channels were fabricated using a process described elsewhere (<xref ref-type="bibr" rid="B7">Cottet et al. (2017)</xref>). Shortly, the PDMS master mold was fabricated by deep reactive ion etching of a silicon wafer (AMS200, Alcatel) (<xref ref-type="fig" rid="F1">Figure 1A</xref> step 2a). PDMS was molded, cured, punched, precisely aligned and permanently bonded to the glass chips patterned with electrodes using a mask aligner (MJB4, S&#xfc;ss) (<xref ref-type="fig" rid="F1">Figure 1A</xref> steps 2b-3).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Process for the fabrication of the chips. <bold>(A)</bold> The fabrication of coplanar configuration chips starts by the patterning of Ti-Pt electrodes on a glass substrate (wafer 1). PDMS is cast on a silicon mold, punched, aligned and permanently bonded to the glass chips (wafer 2). <bold>(B)</bold> The fabrication of facing configuration chips starts by the patterning of electrodes on a glass wafer and is followed by the lamination and patterning of a photosensitive film to define the (wafer 1). The cap wafer coated with ITO (wafer 2) is then aligned and bonded to the bottom chip.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g001.tif"/>
</fig>
<p>The facing electrodes chips were fabricated following a process described previously (<xref ref-type="bibr" rid="B35">Vulto et al., 2005</xref>), by first patterning electrodes as described in the previous paragraph (<xref ref-type="fig" rid="F1">Figure 1A</xref> steps 1a-1c). A photosensitive adhesive film was laminated (Ordyl&#xae;SY320, 20&#xa0;<italic>&#x3bc;</italic>m thickness) (<xref ref-type="fig" rid="F1">Figure 1B</xref> step 2), exposed through a mask using a mask aligner (MJB4, S&#xfc;ss) with a postbaking step of 1&#xa0;min at 85&#xb0;C, developed (Ordyl &#xae;XFB) and rinsed (Ordyl &#xae;Rinse) (<xref ref-type="fig" rid="F1">Figure 1B</xref> step 3&#x2013;4). The fluidic inlets and outlets of the capping borofloat wafer were fabricated by sandblasting (IcoFlex S&#xe0;rl, Switzerland) and 200&#xa0;nm of ITO was then sputtered (SPIDER600, Pfeiffer) (<xref ref-type="fig" rid="F1">Figure 1B</xref> step 5). Both wafers were then aligned (MA6/BA6, S&#xfc;ss) and bonded (SB6, S&#xfc;ss) by applying a pressure of 425&#xa0;kPa for 30&#xa0;min at 90&#xb0;C followed by a curing step at 150&#xb0;C for 2&#xa0;h (<xref ref-type="fig" rid="F1">Figure 1B</xref> step 6). Connections between the top and bottom electrode were made by placing a chip on a heating plate at 90&#xb0;C and introducing low temperature solder (The Indium Corporation of America) inside a microfluidic channel designed for this application and passing on top of the desired bottom electrode track.</p>
</sec>
<sec id="s2-2">
<title>2.2 Materials</title>
<p>5&#xa0;<italic>&#x3bc;</italic>m in diameter polystyrene beads were purchased from Sigma- Aldrich and suspended in a working solution composed of 10% in volume phosphate buffered saline (PBS) (Gibco) and 90% deionized water at a concentration of 5 &#x22c5; 10<sup>5</sup> beads/ml. The surface of polystyrene beads was left uncoated and the particles are thus natively negatively charged in buffers with physiological pH. The use of AC electric fields however discards any net movement due to electrostatic forces.</p>
</sec>
<sec id="s2-3">
<title>2.3 Cell Culture</title>
<p>Jurkat and Colo205 cell lines (ATCC) were cultured in RPMI 1640 supplemented with 10% of fetal bovine serum (FBS) and 1% Penicillin-Streptomycin at 37&#xb0;C in 5% CO<sub>2</sub> atmosphere. Staining of Colo205 was performed by incubating the cells in PBS with 4&#xa0;<italic>&#x3bc;</italic>m Calcein UltraBlue&#x2122; AM (Cayman Chemical) for 1&#xa0;h. Staining of Jurkat cells was done by incubation in PBS with 1&#xa0;<italic>&#x3bc;</italic>m Calcein AM (Invitrogen&#x2122;) for 1&#xa0;h. The working solution is composed of 40% RPMI and 60% deionized water. The solution is compensated for osmolarity by the addition of dextrose (Sigma-Aldrich) and cleaned through a 0.22&#xa0;<italic>&#x3bc;</italic>m filter. Jurkat and Colo205 were both resuspended in the working solution and passed through a 40&#xa0;<italic>&#x3bc;</italic>m&#xa0;cell strainer before the experiment. All reagents are from Gibco unless specified.</p>
</sec>
<sec id="s2-4">
<title>2.4 Chip Operation</title>
<p>Measurement of the current and phase was performed in a solution of 10% PBS and 90% deionized water by applying an AC signal between 1 and 10&#xa0;V amplitude to the trapping electrodes at a frequency of 100&#xa0;kHz using an HF2TA current amplifier connected to a HF2LI Lock-In amplifier (Zurich Instruments).</p>
<p>The PDMS chip was primed with Pierce&#x2122; Protein-Free (PBS) Blocking Buffer during 1&#xa0;h to prevent cells from adhering to the surfaces. The cells or beads were placed in a chromatography vial connected to the punched PDMS by a 360&#xa0;<italic>&#x3bc;</italic>m outer diameter PEEK tubing (Idex). Pressure was applied to the vials using Fluigent Flow-EZ pressure controllers. The chip was mounted on and electrically connected to a custom PCB placed on the stage of a Leica DMI3000 B inverted microscope and observed using a uEye (IDS) camera. All the electric signals needed to control the positions of the particles are sent through a home made PCB creating the multiplication of an AC signal at 100&#xa0;kHz and different DC signals whose amplitudes are controlled by the computer with an adapted <italic>C&#x2b;&#x2b;</italic> program through an analog output generator (Mccdaq USB-3100).</p>
</sec>
<sec id="s2-5">
<title>2.5 COMSOL Simulations</title>
<p>Modeling of the electric field and DEP force direction and magnitude were done using COMSOL Multiphysics 5.6 with the Electric Currents and Creeping Flow modules. The medium electrical conductivity and relative permittivity were set respectively to 0.16&#xa0;S/m and 78. The fluid flow at the entrance of the channel was set to 700&#xa0;<italic>&#x3bc;</italic>m/s. A sinusoidal electric potential of 10&#xa0;V amplitude and 100&#xa0;kHz frequency was applied to the trapping electrode and the potential of the counter electrode was set to zero.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussion</title>
<sec id="s3-1">
<title>3.1 Concept</title>
<p>We propose a microfluidic system capable of performing in-flow cell selection, sorting and trapping using non-contact DEP actuation. The system is presented in <xref ref-type="fig" rid="F2">Figure 2A</xref> is composed of an upstream DEP actuated deviation system that laterally focuses the incoming particles or cells on specific flow lines so that they can be collected by the desired downstream DEP trap. The DEP traps are actuated by applying a potential across two electrodes: the upstream main electrode is designed with repetitions of funnel-shaped trap units and the counter electrode is either placed in a coplanar or facing configuration. Each trap unit is 60&#xa0;<italic>&#x3bc;</italic>m in width and capable of stopping a single cell or particle in flow by balancing the drag force and creating a single position of equilibrium upstream of the electrodes. The slanted parts of the trap unit finely focus the particles towards the center of the traps indicated by the focus line in <xref ref-type="fig" rid="F2">Figure 2A</xref>. The number of traps can be adjusted to the width of the channel by lateral repetitions of the funnel-shaped trap unit. A bypass area is also provided next to the trapping electrodes such that unwanted cells can be directed to bypass the traps and leave the chamber.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Deviation system, electrodes design and configuration. <bold>(A)</bold> Top view scheme of microfluidics and electrodes: the deviation system is based on liquid electrodes placed on each side of the channel, upstream of the trapping electrodes. The ratio of the voltages applied on each side (<italic>V</italic>
<sub>1</sub>/<italic>V</italic>
<sub>2</sub>) defines the lateral position of the particles (<xref ref-type="bibr" rid="B8">Demierre et al., 2007</xref>), directing it towards a defined trap unit. Two examples of particles trajectories are illustrated in blue. The main electrode is composed of trap units placed next to each other and of a counter electrode highlighted in pink. The trapping electrodes are not covering the whole channel width so the unwanted cells can bypass the traps. The dimensions in <italic>&#x3bc;</italic>m of a trap unit are displayed in the inset. <bold>(B)</bold> In this coplanar configuration the counter electrode is a straight line placed downstream of the main electrode on the same plane. <bold>(C)</bold> The counter electrode of the facing configuration covers the cap of the microfluidic channel.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g002.tif"/>
</fig>
<sec id="s3-1-1">
<title>3.1.1 Deviation System</title>
<p>In order to control the trajectory of the incoming particles and guide them towards the desired trap unit, a deviation system using six pairs of liquid electrodes similar to the one presented by <xref ref-type="bibr" rid="B8">Demierre et al. (2007)</xref> was placed upstream of the trapping chamber. Only two pairs of liquid electrodes are represented on the left of <xref ref-type="fig" rid="F2">Figure 2A</xref>. Liquid electrodes are coplanar electrodes placed in a lateral recess from the main channel: this configuration guides the electric field and generate a vertical equipotential surface at the entrance of the main channel, hence the name &#x201c;liquid electrodes&#x201d;. Two sets of liquid electrodes combs are placed laterally on each side of the main channel and a voltage is applied to each set, with a phase shift of 180&#xb0; to neighbouring electrodes. Each set of liquid electrodes generate a lateral DEP force uniform along the height of the channel pushing the particles away from them. The ratio of voltage applied to each side <italic>V</italic>
<sub>1</sub>/<italic>V</italic>
<sub>2</sub> determines the equilibrium position along the <italic>y</italic> axis in the main channel, focusing the randomly distributed incoming particles towards a defined lateral position and deviating them towards the trap units, or to the bypass. As described by <xref ref-type="bibr" rid="B8">Demierre et al. (2007)</xref>, the total force exerted on the particles is the sum of the forces exerted by each comb of electrodes and the particles are focused where these forces cancel each other: it is thus non dependent on the particle or cell size nor position before entering the deviation zone. At low fluid velocity, the limit in the focusing is due to particles collision and diffusion, which is compensated by the slanted part of the traps placed downstream, collecting particle streams covering 60&#xa0;&#x3bc;m in width. The focusing nevertheless has a size dependent limit on the channel sides: the particle&#x2019;s center cannot be focused closer to the wall than the particle&#x2019;s radius due to straightforward reasons.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Counter Electrode Configuration and Simulations</title>
<p>Two easy to fabricate configurations of counter electrodes were implemented and studied: a coplanar counter electrode which consists in a straight line electrode placed downstream of the trapping electrode as shown in <xref ref-type="fig" rid="F2">Figure 2B</xref>, whereas for the facing counter-electrode, a conductive and transparent ITO layer is provided on the glass plate used to close the channels on their upper part as illustrated in <xref ref-type="fig" rid="F2">Figure 2C</xref>. Both configurations are popular and extensively used to manipulate cells using DEP in microfluidic chips (<xref ref-type="bibr" rid="B15">Ho et al. (2013)</xref>; <xref ref-type="bibr" rid="B22">Li and Bashir (2002)</xref>; <xref ref-type="bibr" rid="B25">Morgan et al. (1999)</xref>; <xref ref-type="bibr" rid="B33">Takahashi and Miyata (2020)</xref>). Other electrodes configurations that are known to create single cell traps comprise 3D electrodes (<xref ref-type="bibr" rid="B18">Keim et al., 2019</xref>) and strip electrodes (<xref ref-type="bibr" rid="B31">Seger et al., 2004</xref>), but such configurations are less accessible in terms of fabrication. In order to assess the three dimensional behaviour of the traps, both designs were simulated using COMSOL <sup>(</sup>&#x2122;<sup>)</sup>. <xref ref-type="fig" rid="F3">Figure 3</xref> illustrates the results of the simulation along the focus line indicated in <xref ref-type="fig" rid="F2">Figure 2A</xref>: the colour indicates the magnitude of <inline-formula id="inf1">
<mml:math id="m1">
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:math>
</inline-formula>, which is the electric field dependent factor that modulates the DEP force while the arrows of normalized size indicate the direction of the nDEP force along the <italic>x</italic> and <italic>z</italic> axis. Electrode locations are indicated on the results of simulations by black rectangles. Simulations indicate that both configurations can be used for the trapping of particles in three dimensions: the <italic>y</italic> component of the force directs the particles toward a single <italic>xz</italic> plane of equilibrium in the middle of each trapping unit (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>) while the <italic>z</italic> component pushes the particles towards the bottom of the channel. The <italic>x</italic> component of the DEP force counteracts the drag force. Its value, controlled by the applied voltage, determines the equilibrium position of the particles along the <italic>x</italic> direction. For the same voltage applied, the facing electrodes configuration generates a larger DEP force in the <italic>x</italic> direction compared to the coplanar configuration.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>COMSOL &#x2122; simulation along a <italic>xz</italic> plane in the center of the trap as indicated by the focus line in <xref ref-type="fig" rid="F2">Figure 2A</xref>) for both configurations and for a voltage amplitude of 10&#xa0;V. The colour indicates the magnitude of <inline-formula id="inf2">
<mml:math id="m2">
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:math>
</inline-formula>, which is the electric field dependent factor that modulates the DEP force, while the arrows and streamlines indicate the direction of the nDEP force along the <italic>xz</italic> plane. The electrodes are drawn on top of the simulations for visualization. Both electrodes configuration generate a force pushing against the flow and towards the bottom of the channel upstream of the main electrode. As the <italic>y</italic> component of the force points towards the center of a trapping unit thanks to the slanted part of the electrodes (see <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>), both configurations generate a three dimensional trap against the flow.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g003.tif"/>
</fig>
<p>To test these two designs, chips with electrodes placed in both configurations and aligned to microfluidic channels with <italic>&#x3bc;</italic>m precision can be manufactured using standard cleanroom equipment with a few steps only. The fabrication process for both designs is detailed in the Materials and Methods section and illustrated in <xref ref-type="fig" rid="F1">Figures 1A,B</xref>. Experiments are presented in the next section.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Single Object Trapping</title>
<sec id="s3-2-1">
<title>3.2.1 Bead Trapping Efficiency</title>
<p>DEP can damage cells as it can induce a local rise in temperature. Indeed the presence of an electric field in a conductive media induces Joule heating. This effect can be mitigated by reducing the conductivity of the medium and correcting for osmolarity with the addition of dextrose or sucrose, but prolonged exposition of cells to such diluted media can alter their function and health (<xref ref-type="bibr" rid="B16">Hyler et al. (2021)</xref>). As both electrodes configurations presented here create a three dimensional DEP trap against the flow, we selected the most efficient configuration by measuring the magnitude of the DEP force against the flow for both configurations and evaluated in both cases the induced temperature rise. The expression of the time averaged DEP force exerted on a spherical particle in a non uniform electric field is given as follows:<disp-formula id="e1">
<mml:math id="m3">
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="bold">F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>DEP</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="italic">R</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mi>K</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:msubsup>
<mml:mrow>
<mml:mo>&#x2207;</mml:mo>
<mml:mi mathvariant="bold">E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:math>
<label>(1)</label>
</disp-formula>Where <italic>R</italic> is the radius of the particle, <italic>&#x3f5;</italic>
<sub>
<italic>m</italic>
</sub> is the fluid permittivity, <italic>Re</italic> [<italic>K</italic>(<italic>&#x3c9;</italic>)] is the real part of the Clausius-Mossotti factor and <bold>E</bold>
<sub>rms</sub> is the root mean square (rms) of the electric field. For a homogeneous spherical particle, the Clausius-Mossotti factor is given by the following formula:<disp-formula id="e2">
<mml:math id="m4">
<mml:mi>K</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:math>
<label>(2)</label>
</disp-formula>With <inline-formula id="inf3">
<mml:math id="m5">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula> the complex permittivity of the particle and <inline-formula id="inf4">
<mml:math id="m6">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:math>
</inline-formula> the complex permittivity of the medium, which are both frequency dependent. The sign of the Clausius-Mossotti defines the regime of the DEP force, negative or positive, resulting in particles being respectively repulsed from or attracted to the high electric field regions. In this work, we operate at 100&#xa0;kHz in the negative DEP regime and the real part of the Clausius-Mossotti factor has a value of &#x2212;0.5 for all medium and particle or cell conditions.In order for a particle to be trapped, the projection of the DEP force on the axis of the flow direction (<italic>x</italic> in the present case) has to balance the viscous drag force exerted by the flow (<xref ref-type="bibr" rid="B34">Voldman et al. (2001)</xref>; <xref ref-type="bibr" rid="B30">Rosenthal and Voldman (2005)</xref>):<disp-formula id="e3">
<mml:math id="m7">
<mml:mn>6</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>6</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>mean</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="italic">R</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mi>K</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="bold">E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:math>
<label>(3)</label>
</disp-formula>Where <italic>&#x3b7;</italic> is the fluid viscosity, <italic>v</italic>
<sub>mean</sub> is the mean fluid velocity, <italic>h</italic> is the height of the channel, <italic>F</italic>&#x2a; is a factor accounting for the wall effect, <italic>z</italic>
<sub>
<italic>p</italic>
</sub> is the height of the particle.</p>
<p>The heat flow generated by electrodes matches the electrical power input in the system and the average temperature around the DEP electrodes was shown to depend on the real part of the electrical power (<xref ref-type="bibr" rid="B28">Ramos et al., 1998</xref>; <xref ref-type="bibr" rid="B32">Seger-Sauli et al., 2005</xref>) which is defined as:<disp-formula id="e4">
<mml:math id="m8">
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi>cos</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(4)</label>
</disp-formula>With <italic>V</italic>
<sub>rms</sub> the rms voltage applied to the electrodes, <italic>I</italic>
<sub>rms</sub> the rms electrical current, <italic>&#x3b8;</italic> the phase shift between the current and voltage and <italic>Z</italic> the norm of the electrical impedance.</p>
<p>Since the temperature is directly proportional to the electrical power, this latter can be used as an indicator of electrodes trapping efficiency when comparing designs of similar size. Following <xref ref-type="disp-formula" rid="e3">Equation (3)</xref>, the DEP force developed by a trap at steady state and at a defined position is directly proportional to the velocity of the fluid flow dragging the particle. We thus measured the maximum DEP force developed by each configuration by immobilizing a polystyrene particle in a trap at low fluid flow and increasing the flow until the bead is released. We measured the particle velocity at release, which is directly proportional to the maximum DEP force the trap can develop in the <italic>x</italic> direction at the edge of the electrode as a function of applied voltage and developed power. This latter is obtained by multiplying the applied voltage by the measured current at each condition following <xref ref-type="disp-formula" rid="e4">Eq. 4</xref>.</p>
<p>From <xref ref-type="disp-formula" rid="e3">Eq. 3</xref>, the mean velocity of the fluid can be expressed as:<disp-formula id="e5">
<mml:math id="m9">
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>mean</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>18</mml:mn>
<mml:mi>&#x3b7;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="italic">R</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mi>K</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="bold">E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
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</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>Since the potential distribution in space is a direct function of the voltage <italic>V</italic> applied to the electrodes, we can derive that (see <xref ref-type="sec" rid="s10">Supplementary Information</xref>) <inline-formula id="inf5">
<mml:math id="m10">
<mml:mo>&#x2207;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="bold">E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:math>
</inline-formula>, where <bold>
<italic>&#x3b1;</italic>
</bold> is a function of space. <xref ref-type="disp-formula" rid="e5">Eq. 5</xref> can thus be re-written as:<disp-formula id="e6">
<mml:math id="m11">
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>mean</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>18</mml:mn>
<mml:mi>&#x3b7;</mml:mi>
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<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
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<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
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<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:mfrac>
<mml:msub>
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<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="italic">R</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mi>K</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="italic">&#x3b1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Introducing the electrical power into this equation from <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> we obtain:<disp-formula id="e7">
<mml:math id="m12">
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
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</mml:mrow>
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<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>9</mml:mn>
<mml:mi>&#x3b7;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
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</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
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</mml:mrow>
</mml:msub>
<mml:msup>
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<mml:mi>R</mml:mi>
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<mml:mrow>
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</mml:mrow>
</mml:msup>
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<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:mfenced>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="italic">&#x3b1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>Z</mml:mi>
<mml:mi>P</mml:mi>
</mml:math>
<label>(7)</label>
</disp-formula>With <italic>&#x3b1;</italic>
<sub>
<italic>x</italic>
</sub> the <italic>x</italic> component of <bold>
<italic>&#x3b1;</italic>
</bold>(<italic>x</italic>, <italic>y</italic>, <italic>z</italic>) described above and taken at the edge of the electrode, this equation indicates that the efficiency of trapping of a given design and configuration of electrodes depends on the multiplication of <italic>&#x3b1;</italic>
<sub>
<italic>x</italic>
</sub> and <italic>Z</italic>.</p>
<p>The current and phase were measured for both configurations and for voltage amplitudes between 1 and 10&#xa0;V. The real part of the electrical power, responsible for Joule heating, was calculated as of <xref ref-type="disp-formula" rid="e4">Eq. 4</xref>. The mean and standard deviation phase was measured to be 11.2&#xb0; and 1.4&#xb0; respectively for the coplanar configuration and 8.9&#xb0; and 1.5&#xb0; respectively for the facing configuration, the real part of the power accounted for more than 97% of the apparent power thus indicating a mainly resistive load. <xref ref-type="fig" rid="F4">Figure 4A</xref> is a plot of the measured speed at release for 5&#xa0;<italic>&#x3bc;</italic>m in diameter polystyrene particles as a function of applied voltage amplitude for both facing and coplanar configurations. The dependency of the velocity at release is quadratic on the voltage in accordance with <xref ref-type="disp-formula" rid="e6">Eq. 6</xref>. As predicted by the simulations and <xref ref-type="fig" rid="F3">Figure 3</xref>, the facing configuration generates a larger <inline-formula id="inf6">
<mml:math id="m13">
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="bold">E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>rms</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:math>
</inline-formula> for a given voltage and the velocity of the particle at release is larger in this configuration. <xref ref-type="fig" rid="F4">Figure 4B</xref> shows the velocity at release as a function of electric active power. It results that the velocity at release depends linearly on the power as predicted from <xref ref-type="disp-formula" rid="e7">Eq. 7</xref>. It appears that the larger gradient factor <italic>&#x3b1;</italic>
<sub>
<italic>x</italic>
</sub> of the facing design does not compensate the smaller impedance of this design, resulting in more heat dissipated for a given DEP force than the coplanar design and thus a larger increase in temperature. The coplanar design was thus selected for the following study of cell trapping. However, the facing electrode configuration is suggested for applications where flow speed is the main criteria and heat generation is not a limitation since it generates a larger DEP force for a given voltage.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Characterization of the trapping efficiency: 5&#xa0;<italic>&#x3bc;</italic>m in diameter polystyrene beads are trapped for a given voltage and power and the flow is increased until the bead takes off and its speed is measured. The black dots and bars are the mean and standard deviation respectively and the continuous line is the fit. <bold>(A)</bold> The speed at release follows a squared dependency on the applied voltage as predicted by <xref ref-type="disp-formula" rid="e6">Eq. 6</xref>. As expected from simulations in <xref ref-type="fig" rid="F3">Figure 3</xref>, the coplanar configuration develops a smaller force for a given applied voltage compared to the facing configuration. <bold>(B)</bold> The speed at release depends linearly on the developed power as expected from <xref ref-type="disp-formula" rid="e7">Eq. 7</xref>. It can be deduced that the coplanar design is more efficient at trapping in this case as it can develop a larger <italic>F</italic>
<sub>DEP,<italic>x</italic>
</sub> for a given power dissipated than the facing configuration.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g004.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Single Cell Trapping</title>
<p>Electroporation can damage the cells when trapped using DEP. Electroporation takes place when the potential difference accross the cell membrane exceeds a threshold value, inducing pores in the membrane. This phenomenon is not necessarily lethal for the cells and is widely exploited to introduce genetic material inside the cells. However electroporation is not desired in manipulation applications and to avoid any damage to the cells we experimentally determined the applied voltage limit to avoid electroporation conditions. Jurkat cells were loaded with Calcein AM to visualize pore formation: as calcein is a volatile fluorescent molecule, it quickly diffuses out of the cell in case of pore formation in the membrane. The maximum velocity for trapping without electroporation as a function of voltage amplitude is measured and reported in <xref ref-type="fig" rid="F5">Figure 5A</xref>. In case of fluorescence loss, the voltage was immediately turned off to release the cell and measure its speed. Events where a leak of calcein was observed are indicated by an orange circle, whereas events without fluorescence loss are indicated by a blue cross. A clear threshold under which no fluorescence loss is observed is found for a voltage of 5&#xa0;V amplitude and determines the voltage operation limits to avoid cell damage. The large variation in speed at release can be explained by variations in cell size. <xref ref-type="fig" rid="F5">Figure 5B</xref> is a picture of a cell arriving in the trap and <xref ref-type="fig" rid="F5">Figure 5C</xref> shows the cell after fluorescence loss.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Maximum cell speed at release without fluorescence loss as a function of voltage applied for Jurkat cells. Blue crosses indicate no fluorescence loss events and orange circles indicate a loss of fluorescence. A clear threshold under which cells never lose fluorescence is found at 5&#xa0;V and determines the limit in voltage to avoid cell damage. The phenomenon behind the fluorescence loss is believed to be electroporation. <bold>(B)</bold> Fluorescence picture of a cell arriving in the trap before fluorescence loss. The position of electrodes is highlighted by a dotted line. <bold>(C)</bold> Fluorescent picture of the same cell after fluorescence loss.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g005.tif"/>
</fig>
<p>Typical transmembrane potential threshold above which pores appear have been reported between 0.25 and 1&#xa0;V (<xref ref-type="bibr" rid="B11">Escoffre et al. (2011)</xref>). Schwan equation relates the transmembrane potential &#x394;&#x3a6;<sub>
<italic>m</italic>
</sub> to the external alternating electric field <italic>E</italic> with angular frequency <italic>&#x3c9;</italic>:<disp-formula id="e8">
<mml:math id="m14">
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1.5</mml:mn>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="italic">cos</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
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</mml:mfenced>
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</mml:msup>
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<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:math>
<label>(8)</label>
</disp-formula>Given <italic>&#x3c4;</italic> &#x3d; <italic>RC</italic>
<sub>
<italic>mem</italic>
</sub> (<italic>&#x3c1;</italic>
<sub>int</sub> &#x2b; <italic>&#x3c1;</italic>
<sub>
<italic>ext</italic>
</sub>/2) with <italic>C</italic>
<sub>
<italic>mem</italic>
</sub> the membrane capacitance, <italic>&#x3c1;</italic>
<sub>int</sub> and <italic>&#x3c1;</italic>
<sub>
<italic>ext</italic>
</sub> the resistivity of respectively the internal and external fluid and &#x3c6; the angle between the electric field lines and a line drawn from the center of the cell to the considered point of interest on the cell membrane. The critical value for transmembrane potential corresponds to a range of electric field between 2.8&#x22c5;10<sup>4</sup> and 11.2&#x22c5;10<sup>4</sup>&#xa0;V/m using membrane properties values from <xref ref-type="bibr" rid="B29">Reichle et al. (2000)</xref>. Such values of electric field are found at the edge of the electrode and for a height of 5&#xa0;<italic>&#x3bc;</italic>m in simulations for applied voltage amplitude ranging between 2.3 and 9.3&#xa0;V and comprising the experimentally found threshold, consolidating the hypothesis of fluorescence leakage due to electroporation. The maximum voltage for cells manipulation without electroporation was thus set to 4&#xa0;V amplitude. Larger voltages may be used without electroporating the cells as long as the flow drag force is limited and does not bring the cell in the critical electric field close to the electrode edge.</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Multiple Cells Trapping</title>
<p>The presented cell DEP traps with controlled deviation system can be used to trap multiple particles of different types in a single trap. Indeed the formation of aggregate of controlled composition and size can be of high interest to study the growth of tumors in their environment composed of different cell types. For applications that require to stop more than 1&#xa0;cell, the trap and microfluidic channel need to be scaled up.</p>
<sec id="s3-3-1">
<title>3.3.1 Scaling Rules</title>
<p>Different parameters were studied to understand their impact on the three-dimensional trapping property for an increased channel height. We defined the following parameters: <italic>d</italic> is the distance between the electrodes, <italic>l</italic> is the depth of the electrodes, <italic>h</italic> is the height of the channel and <italic>e</italic> is the width of the parallel part of the main electrode as illustrated on the inset of <xref ref-type="fig" rid="F6">Figure 6</xref>. The angle of the slanted part was kept constant as well as the trap depth. <xref ref-type="fig" rid="F6">Figure 6</xref> is the result of COMSOL &#x2122; simulations with the color indicating <inline-formula id="inf7">
<mml:math id="m15">
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>g</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, the black streamlines indicate the direction of the DEP vectors for different geometries. The magenta line indicates the contour of a null <italic>z</italic> component of the DEP force and thus separates the regions with upwards and downwards DEP force. A vertical contour defines a stable trap for a wide range of sizes and positions in the channel (<xref ref-type="bibr" rid="B30">Rosenthal and Voldman (2005)</xref>). Indeed, particles with a center of mass in the region with upward DEP force will be pushed upwards where the DEP force counteracting the flow is weaker, and therefore leave the trap. It is especially a problem when trapping multiple objects where the chance of finding an object higher in the channel is larger. As shown in the previous discussion, the standard design has a vertical contour and all particles coming in the traps will be pushed down to the floor. However, <xref ref-type="fig" rid="F6">Figure 6B</xref> shows that this property is lost when keeping the same electrode geometry and increasing the channels height <italic>h</italic>. The scaling of the electrodes depth <italic>l</italic> and distance between them <italic>d</italic> is not enough to recover the vertical contour as seen on <xref ref-type="fig" rid="F6">Figure 6C</xref>. A homothetic scaling is necessary to obtain the property of DEP force pushing down to a single equilibrium position along the whole trap height and to create a compact aggregate, as shown in <xref ref-type="fig" rid="F6">Figure 6D</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Effect of the geometry and channel height on the three dimensional trapping behaviour of coplanar electrodes. The colour indicates the magnitude of the <italic>x</italic> component of the gradient of the electric field squared, the black streamline indicate the direction of the DEP force and the magenta contour line separates regions with downward <italic>F</italic>
<sub>DEP,<italic>z</italic>
</sub> on the left hand side, from upwards <italic>F</italic>
<sub>DEP,<italic>z</italic>
</sub>. All dimensions are in <italic>&#x3bc;</italic>m. A vertical contour line is desirable to conserve a three dimensional trapping and avoid that particles found in the higher part of the channel flow over the trap without being stopped. <bold>(A)</bold> Original design as described in <xref ref-type="fig" rid="F2">Figure 2</xref> in a channel of 20&#xa0;<italic>&#x3bc;</italic>m height. <bold>(B)</bold> Original design in a higher channel: the three dimensional trapping behaviour is lost. <bold>(C)</bold> Distance between the electrodes and electrode width are scaled accordingly to the channel height. The contour line is still bent. <bold>(D)</bold> Homothetic scaling of the original design: the vertical trapping behaviour is recovered.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g006.tif"/>
</fig>
</sec>
<sec id="s3-3-2">
<title>3.3.2 Formation of Aggregates of Controlled Size and Composition</title>
<p>We demonstrate here the ability of the presented system to create cell aggregates of controlled size and composition. The single cell design was scaled up as in <xref ref-type="fig" rid="F6">Figure 6D</xref> to accommodate more cells in a channel height of 40&#xa0;<italic>&#x3bc;</italic>m. Four parallel trapping units were placed next to each other and a bypass with no electrode was left next to the trapping units in order to discard unwanted cells. Two inlets were used sequentially to perfuse solutions with respectively Colo205 cells stained with blue calcein AM, and Jurkat cells stained with green calcein AM. The upstream deviation system was used to direct the incoming cells toward the desired trapping unit to create aggregates of 4&#xa0;cells composed of three Colo205 and one Jurkat (<xref ref-type="fig" rid="F7">Figures 7A&#x2013;C</xref>) as well as two Colo205 and two Jurkat (<xref ref-type="fig" rid="F7">Figures 7D&#x2013;F</xref>). The calcein staining was used to both identify the cell type as well as to ensure cell viability. The aggregates could be held inside the traps up to 5&#xa0;minutes without witnessing any leakage of the dye indicating membrane poration.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Proof of concept of the ability of the presented system to create aggregates of controlled size and composition. A homothetic scaling of the original design was done to accommodate more cells in the traps in a microfluidic channel of 40&#xa0;<italic>&#x3bc;</italic>m height. Four trapping units are placed in parallel and a bypass is present on the left to discard unwanted cells. The left images are brightfield images, the middle images show Colo205 cells stained with blue calcein and the right images show Jurkat cells stained with green calcein. <bold>(A&#x2013;C)</bold>: aggregate of 4&#xa0;cells composed of three Colo205 (blue) and one Jurkat (green). <bold>(D&#x2013;F)</bold>: aggregate composed of two Colo205 (blue) and two Jurkat (green). As the aggregates rotate under the effect of the flow, the pictures could not be superimposed.</p>
</caption>
<graphic xlink:href="fbioe-10-910578-g007.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>This study first proposes a design of electrodes capable of generating three-dimensional single-object DEP traps in two different configurations of counter electrodes. This design offers the possibility of increasing the number of traps actuated simultaneously and we demonstrate the use of a DEP deviation system to direct the particles towards the desired traps in a controlled fashion. We proposed a simple method for the evaluation of DEP traps efficiency for designs comparison. The method evaluates the maximum DEP force the trap is capable of developing to counteract the drag force and assesses its relationship to the power, mainly dissipated in Joule heating, necessary to generate it. We used this method to compare the two types of electrodes configurations and deduce that coplanar electrodes configuration is more efficient than the facing electrodes configuration. The coplanar configuration was used to trap Jurkat cells and the voltage limit to avoid electroporation was experimentally assessed. The scaling rules were defined to follow changes in channel height and a scaled design was used to create aggregates of 4&#xa0;cells with controlled number and type of cells. We defined the voltage threshold for electroporation events, and when performed in a controlled way, a pulse of high voltage once cells are trapped can offer the possibility of controlled electroporation on specific cells or aggregates for transfection or electrofusion applications.</p>
<p>We believe that the proposed method to evaluate the efficiency of DEP traps based on power dissipation is crucial when trapping cells. The resulting coplanar configuration chip with deviation system offers a versatile tool for single cells and cell aggregates manipulation and studies and we believe will be useful to study biological interactions between cells and cellular assemblies.</p>
<p>Future development of the device will comprise a scale up in the number of traps and the full automation of the system using computer vision or impedance based feedback. Additional deviation system at the outlet of the interaction chamber will enable the sorting of the created assemblies. Additionally, placing a chamber comprising an array of hydrodynamic traps such as those presented by <xref ref-type="bibr" rid="B4">Bourn et al. (2020)</xref> to immobilise the formed assemblies downstream of the interaction chamber will allow a change of medium for long term on-chip culture and their longitudinal studies.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization: CL, LK, ArB, AuB, and PR; Investigation: CL and LK; Data Curation: CL, LK; Writing original draft: CL and LK; Editing: CL, LK, ArB, MG, AuB, and PR; Supervision: ArB, MG, AuB, and PR.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported in part by the EIPHI Graduate School under Contract ANR-17-EURE-0002 and in part by the French Agence Nationale de la Recherche and the Swiss National Science Foundation through the CoDiCell project (contract &#x201c;ANR-17-CE33-0009&#x201d; and &#x201c;No. 00021E_175,592/1&#x201d;, respectively). Open access funding provided by &#xc9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The authors would like to thank Margaux Duchamp for the help with cell culture, Jonathan Cottet for the fruitful discussions, Albane Legrand, Sylvain El-Khoury, Guillaume Jeanneret-Grosjean and Aviv Huttner for the help with the experiments as well as the EPFL CMi team for the support with the fabrication.</p>
</ack>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2022.910578/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2022.910578/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Presentation1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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